The Framework

The Mamushka Cyber Model.

Cyber safety, nested like the dolls. Four layers, each holding the one before it. A framework for thinking about digital risk the way Africans actually live — at home first, then outward.

Whitepaper in production · Q2 2026

Layer 01

The Household

The smallest doll. Where habits are formed — passwords, screen-time agreements, the fridge-door incident card. Everything else nests on top of this.

Layer 02

The Community

Schools, churches, savings groups, WhatsApp circles. The places where scams travel fastest — and where good practice spreads even faster, when it's local.

Layer 03

The Institution

Banks, NGOs, telcos, hospitals. The people who work here are the same people from the household and the community — they don't change at the office door.

Layer 04

The Nation

Policy, regulation, and the digital public infrastructure we all depend on. The outermost doll holds everything else — and only works if the inner ones do.

Bring it to your team

Workshops, keynotes,
and the full whitepaper.

The model is being delivered as a workshop series and a keynote across banks, NGOs, and schools. The whitepaper drops mid-2026.